Function reference • ggmulti

Basics It provides functionality (e.g., serialaxes objects) to visualize high dimensional data via `ggplot`s.
Geoms and Stats Geoms: a layer combines data, aesthetic mapping, a `geom` (geometric object), a `stat` (statistical transformation), and a `position` adjustment. Stats: layers are more easily specified with a `stat_` function, drawing attention to the statistical transformation rather than the visual appearance. The computed variables can be mapped using an `after_stat()`.
Serial Axes Geoms Each non-aesthetics component defined in the mapping `aes()` will be treated as an axis.
`geom_serialaxes()` `stat_serialaxes()` `stat_dotProduct()`	Serial axes layer
`geom_serialaxes_density()` `stat_serialaxes_density()`	Smoothed density estimates for "widens" data under serial axes coordinate
`geom_serialaxes_hist()` `stat_serialaxes_hist()`	Histogram for "widens" data under serial axes coordinate
`geom_serialaxes_quantile()` `stat_serialaxes_quantile()`	Quantile layer for serial axes coordinate
`geom_quantiles()`	Add quantile layers on serial axes coordinate
Glyph Geoms Provide a variety of glyphs for scatter plot
`geom_image_glyph()`	Add image glyphs on scatter plot
`geom_polygon_glyph()`	Add polygon glyphs on scatter plot
`geom_serialaxes_glyph()`	Add serial axes glyphs on scatter plot
More general histogram and density plot Provide more general histograms and density plots. Both `x` and `y` can be accommodated: `x` (or `y`) is a group variable, and `y` (or `x`) the target variable to be plotted. If only one of `x` or `y` is provided, it will be the target variable (no grouping) and the standard `geom_histogram()` or `geom_density()` will be executed.
`geom_hist_()` `geom_histogram_()` `geom_bar_()` `stat_hist_()` `stat_bin_()` `stat_count_()`	More general histogram
`geom_density_()` `stat_density_()`	More general smoothed density estimates
Position adjustment All layers have a position adjustment that resolves overlapping geoms. Override the default by using the `position` argument to the `geom_` or `stat_` function.
`position_identity_()`	Don't adjust position
`position_dodge_()` `position_dodge2_()`	Dodge overlapping objects side-to-side
`position_stack_()` `position_fill_()`	Stack overlapping objects on top of each another
Coord The coordinate system determines how the data is displayed on the plane. Note that, in serial axes coordinate system, neither `x` or `y` is required. Each non-aesthetics element defined in the mapping `aes()` will be treaed as the target of interest.
`coord_serialaxes()`	Serial axes coordinates
`coord_radial()`	Radial axes
Accessories Some handy accessories used for visualization.
`add_serialaxes_layers()`	Layers for serial axes coordinate
`andrews()` `legendre()`	Transformation Coefficients
`x_star` `y_star` `x_cross` `y_cross` `x_hexagon` `y_hexagon` `x_airplane` `y_airplane` `x_maple` `y_maple`	Polygon glyph coordinates
Ggproto objects The object oriented system that `ggmulti` uses to extend the `ggplot` package
`StatDensity_` `StatHist_` `StatBin_` `StatCount_` `StatSerialaxesDensity` `StatSerialaxesHist` `StatSerialaxes` `StatDotProduct`	Base Stat ggproto classes for ggplot2
`PositionDodge_` `PositionDodge2_` `PositionIdentity_` `PositionStack_` `PositionFill_`	Base Position ggproto classes for ggplot2
`GeomDensity_` `GeomBar_` `GeomImageGlyph` `GeomPolygonGlyph` `GeomQuantiles` `GeomSerialaxesDensity` `GeomSerialAxesGlyph` `GeomSerialaxesHist` `GeomSerialaxesQuantile` `GeomSerialaxes`	Base Geom ggproto classes for ggplot2
High dimensional data Provide a high dimensional data set used for visualization
`NBAstats2021`	NBA 30 Teams Statistics in 20-21 Regular Season
Helper functions (deprecated in the future) Some helper functions
`get_scaledData()`	scale data

Reference

Basics

Geoms and Stats

Serial Axes Geoms

Glyph Geoms

More general histogram and density plot

Position adjustment

Coord

Accessories

Ggproto objects

High dimensional data

Helper functions (deprecated in the future)